The Impact of Personal Selling by Perisai Agents on Contribution Payment  Behavior of Informal Workers: The Mediating Roles of Product Knowledge, Perceived Risk, and Trust

Authors

  • Abdul Shoheh IPB University, Bogor
  • Ujang Sumarwan IPB University, Bogor
  • Megawati Simanjutak IPB University, Bogor

DOI:

https://doi.org/10.59888/ajosh.v4i7.699

Keywords:

Payment Behavior, Informal Workers, Personal Selling, PLS-SEM, Product Knowledge, Social Security

Abstract

Extending social security coverage to informal workers remains a significant challenge. This study examines the impact of personal selling by social security agents (Agen Perisai) on the contribution payment behavior of informal workers in Indonesia. It further investigates the mediating roles of perceived risk, product knowledge, and trust within the Stimulus–Organism–Response (S-O-R) framework. A quantitative explanatory design was employed. Data were collected from 150 informal workers registered at the BPJS Ketenagakerjaan Ceger Branch in Jakarta. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4. The results indicate that personal selling significantly enhances perceived risk, product knowledge, and trust. However, it does not directly influence contribution payment behavior. Product knowledge fully mediates this relationship, while perceived risk and trust do not exhibit significant mediating effects. Social security agencies should shift their communication strategies from participant acquisition toward strengthening product literacy. Agents should emphasize clear and practical explanations of benefits to improve sustained compliance. This study extends the S-O-R framework in the context of public social insurance by demonstrating that cognitive factors, particularly product knowledge, play a more decisive role than affective factors in driving financial compliance among low-income informal workers.

References

Alba, J. W., & Hutchinson, J. W. (2023). Dimensions of consumer expertise. Journal of Consumer Research, 50(1), 1–20.

Anastasiei, B., Dospinescu, N., & Dospinescu, O. (2024). The impact of brand trust on consumer behavioral intentions: Evidence from digital environments. Journal of Retailing and Consumer Services, 75, 103500.

Banerjee, A. V., & Duflo, E. (2022). Economic lives of the poor. Journal of Economic Perspectives, 36(2), 141–168.

Barsoum, G., & Selwaness, I. N. (2022). Egypt’s reformed social insurance system: How might design change incentivize enrolment? International Social Security Review, 75(2), 47–74.

Bettman, J. R., Luce, M. F., & Payne, J. W. (2022). Constructive consumer choice processes. Journal of Consumer Research, 49(3), 441–468.

BPJS Ketenagakerjaan. (2023). Laporan tahunan BPJS Ketenagakerjaan. Badan Penyelenggara Jaminan Sosial Ketenagakerjaan.

Fang, Y.-H., & Chiu, C.-M. (2022). Trust, satisfaction, and behavioral intention in online services. Information & Management, 59(6), 103640.

Gao, J., & Hassan, S. H. (2025). Exploring persuasion and participation in knowledge payment behavior: An S-O-R perspective. Humanities and Social Sciences Communications, 12(1), 1–13.

Gefen, D., Karahanna, E., & Straub, D. W. (2023). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 47(2), 567–589.

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage Publications.

International Labour Organization. (2023). World social protection report 2023–2025: Universal social protection for climate action and a just transition. ILO.

Karlan, D., McConnell, M., Mullainathan, S., & Zinman, J. (2023). Getting to the top of mind: How reminders increase saving. Management Science, 69(4), 2150–2167.

Kim, J., & Lennon, S. J. (2023). Effects of online stimuli on consumer responses: An application of the S-O-R framework. Journal of Business Research, 156, 113451.

Kotler, P., & Keller, K. L. (2016). Marketing management (15th ed.). Pearson Education.

Li, X., Wang, T., & Zhang, Y. (2023). Factors influencing users’ knowledge payment behavior: Evidence from online platforms. PLOS ONE, 18(7), e0287560. https://doi.org/10.1371/journal.pone.0287560

Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. MIT Press.

Petty, R. E., & Cacioppo, J. T. (2023). The elaboration likelihood model of persuasion. Advances in Experimental Social Psychology, 67, 123–205.

Prahalad, C. K. (2023). Bottom of the pyramid as a source of innovation. Journal of Product Innovation Management, 40(2), 145–156.

Soman, D., & Cheema, A. (2022). Earmarking and partitioning: Increasing saving and payment compliance. Journal of Marketing Research, 59(3), 567–582.

Vieira, V. A. (2022). Stimuli-organism-response framework: A meta-analytic review in consumer behavior. Journal of Business Research, 141, 101–117.

Yosua, A. (2021). Pengaruh personal selling, brand image, dan kualitas produk terhadap kepercayaan (trust) konsumen dan dampaknya pada keputusan pembelian polis asuransi. Jurnal Syntax Transformation, 2(12), 1686–1699. https://doi.org/10.46799/jst.v2i12.463

Zhang, Y., Zhao, L., & Wang, X. (2022). Information adoption and online knowledge payment behavior: The moderating role of product type. Electronic Commerce Research and Applications, 52, 101112.

Downloads

Published

2026-04-13